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M6_POLICY_CONTROLS

M6_POLICY_CONTROLS

M6_POLICY_CONTROLS synthetic teaching data for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

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Structure

other

File type

CSV

Module

Course catalog

Visibility

public

Preview table

Preview rows are shown when safely installed in the app. External or licensed files may need to be opened from the source link.

No local preview table is installed for this dataset. Use the download/source link, then load it with the Python example below.

Python loading code

import pandas as pd

# Download M6_POLICY_CONTROLS from the dataset link first.
data = pd.read_stata("M6_POLICY_CONTROLS.DTA")
print(data.head())

Check the variable dictionary and source documentation before dropping or recoding missing values.

Dataset AI assistant

Get help with variables, graphs, regression questions, limitations, and Python loading code.

Variables dictionary

outcomenumeric

outcome used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

treatnumeric

treat used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

baselinenumeric

baseline used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

school_sizenumeric

school_size used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

povertynumeric

poverty used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

region_northnumeric

region_north used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

region_westnumeric

region_west used for Module 6 adjusted R-squared, control choice, bad controls, and precision controls.

Missing values: Review source documentation before recoding missing values.

Practice tasks

  1. 1.M6_POLICY_CONTROLS is catalogued for Module 6 adjusted R-squared, control choice, bad controls, and precision controls. Open the linked Drive source to install the file before validating output.
  2. 2.Create one summary table and one graph that support an econometric question.
  3. 3.Write one limitation about measurement, missing data, or omitted variables.